ctree_control中未使用的r包'partykit‘参数

Question

我想使用'partykit‘包来构建分类树，并使用ctree()和cforest()构建森林。由于我的数据集包含50000行和30列，所以我想将minsplit设置为150，minbucket设置为50。不幸的是当我输入我的代码

xplr=ctree_control(mincriterion = 0.999, minsplit=150, minbucket=50)
set.seed(123)
cit999=ctree(as.factor(order) ~ startHour, data=transact_train, controls=xplr)

我收到以下错误消息：

Error in ctree_control(...) : 
unused argument (controls = list(teststat = "quad", testtype = "Bonferroni", mincriterion = -0.00100050033358353, minsplit = 150, minbucket = 50, minprob = 0.01, stump = FALSE, mtry = Inf, maxdepth = Inf, multiway = FALSE, splittry = 2, maxsurrogate = 0, majority = FALSE, applyfun = function (X, FUN, ...) 
{
FUN <- match.fun(FUN)
if (!is.vector(X) || is.object(X)) X <- as.list(X)
.Internal(lapply(X, FUN))
}))

有人能告诉我为什么会这样吗？

Answer 1

这是因为您指定了controls而不是control。

require(partykit)
data(HuntingSpiders) # example data from partykit
xplr=ctree_control(mincriterion = 0.999, minsplit=150, minbucket=50)
set.seed(123)

arct.lute <- as.factor(HuntingSpiders$arct.lute)
cit999=ctree(formula=arct.lute ~ ., data=HuntingSpiders, control=xplr)
cit999
Model formula:
arct.lute ~ pard.lugu + zora.spin + pard.nigr + pard.pull + aulo.albi + 
    troc.terr + alop.cune + pard.mont + alop.acce + alop.fabr + 
    arct.peri + water + sand + moss + reft + twigs + herbs

Fitted party:
[1] root: 0.35714285714 (n = 28, err = 14.428571429) 

Number of inner nodes:    0
Number of terminal nodes: 1
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